The Confidence Trap happens when a single LLM output feels authoritative but...
https://www.charliebookmarks.win/the-confidence-trap-is-trusting-llm-tone-over-accuracy-our-april-2026-audit-of
The Confidence Trap happens when a single LLM output feels authoritative but misses critical nuances. In our April 2026 audit of 1,324 turns across Claude 3.5 and GPT-4o, we found that single-model workflows missed 0